Trigger-Based Language Modeling using a Loss-Sensitive Perceptron Algorithm. - Natasha Singh-Miller; Michael Collins 001 (ICASSP (4), 2007)

Dimensionality reduction for speech recognition using neighborhood components analysis. - Natasha Singh-Miller; Michael Collins 001; Timothy J. Hazen (INTERSPEECH, 2007)

Learning Label Embeddings for Nearest-Neighbor Multi-class Classification with an Application to Speech Recognition. - Natasha Singh-Miller; Michael Collins 001 (NIPS, 2009)

Neighborhood analysis methods in acoustic modeling for automatic speech recognition. - Natasha Singh-Miller (2010)

Using Spectral Acoustic Features to Identify Abnormal Heart Sounds. - Nicholas Singh-Miller; Natasha Singh-Miller (CinC, 2016)